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Agent skill · Audited from source

ppt-generation

skill · bytedance/deer-flowMIT licenceAudited 31 Oct 2026 · source a45786078c64

★ 84,743pushed today
!CAUTIONGrade B · 89/100 · 1 finding · a457860
84,743repo stars · whole bytedance/deer-flow

Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit a45786078c64 and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 1 finding, 0 critical or high. What it does: Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.

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Cite this page

ModelsAtlas. “ppt-generation (bytedance/deer-flow)”. Retrieved 31 Oct 2026. https://modelsatlas.com/skills/bytedance/ppt-generation

Trust audit

Audit 0.4.1 · source read 31 Oct 2026

Trust score89/100!CAUTION B
0 critical0 high1 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesWARN1
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (1)

MEDIUMObfuscation / stealthreview.concealment · SKILL.md
F-07 Obfuscation / stealthCWE-506 · CWE-94Layer L2
You don't need to check the folder under `/mnt/user-data`
Why
Instructs the agent to avoid inspecting a user data path, which steers it away from confirming or protecting the user's files.
Fix
rewrite it so the instruction says plainly what it does, and asks the user before it acts

Audit 0.4.1 · source sha a45786078c64 · 31 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherbytedance GitHub organizationOwner of the repository this skill is read from
  • Source folderbytedance/deer-flow/skills/public/ppt-generationThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdicta45786078c64A new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.

---
name: ppt-generation
description: Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.
---

# PPT Generation Skill

## Overview

This skill generates professional PowerPoint presentations by creating AI-generated images for each slide and composing them into a PPTX file. The workflow includes planning the presentation structure with a consistent visual style, generating slide images sequentially (using the previous slide as a reference for style consistency), and assembling them into a final presentation.

## Core Capabilities

- Plan and structure multi-slide presentations with unified visual style
- Support multiple presentation styles: Business, Academic, Minimal, Apple Keynote, Creative
- Generate unique AI images for each slide using image-generation skill
- Maintain visual consistency by using previous slide as reference image
- Compose images into a professional PPTX file

## Presentation Styles

Choose one of the following styles when creating the presentation plan:

| Style | Description | Best For |
|-------|-------------|----------|
| **glassmorphism** | Frosted glass panels with blur effects, floating translucent cards, vibrant gradient backgrounds, depth through layering | Tech products, AI/SaaS demos, futuristic pitches |
| **dark-premium** | Rich black backgrounds (#0a0a0a), luminous accent colors, subtle glow effects, luxury brand aesthetic | Premium products, executive presentations, high-end brands |
| **gradient-modern** | Bold mesh gradients, fluid color transitions, contemporary typography, vibrant yet sophisticated | Startups, creative agencies, brand launches |
| **neo-brutalist** | Raw bold typography, high contrast, intentional "ugly" aesthetic, anti-design as design, Memphis-inspired | Edgy brands, Gen-Z targeting, disruptive startups |
| **3d-isometric** | Clean isometric illustrations, floating 3D elements, soft shadows, tech-forward aesthetic | Tech explainers, product features, SaaS presentations |
| **editorial** | Magazine-quality layouts, sophisticated typography hierarchy, dramatic photography, Vogue/Bloomberg aesthetic | Annual reports, luxury brands, thought leadership |
| **minimal-swiss** | Grid-based precision, Helvetica-inspired typography, bold use of negative space, timeless modernism | Architecture, design firms, premium consulting |
| **keynote** | Apple-inspired aesthetic with bold typography, dramatic imagery, high contrast, cinematic feel | Keynotes, product reveals, inspirational talks |

## Workflow

### Step 1: Understand Requirements

When a user requests presentation generation, identify:

- Topic/subject: What is the presentation about
- Number of slides: How many slides are needed (default: 5-10)
- **Style**: business / academic / minimal / keynote / creative
- Aspect ratio: Standard (16:9) or classic (4:3)
- Content outline: Key points for each slide
- You don't need to check the folder under `/mnt/user-data`

### Step 2: Create Presentation Plan

Create a JSON file in `/mnt/user-data/workspace/` with the presentation structure. **Important**: Include the `style` field to define the overall visual consistency.

```json
{
  "title": "Presentation Title",
  "style": "keynote",
  "style_guidelines": {
    "color_palette": "Deep black backgrounds, white text, single accent color (blue or orange)",
    "typography": "Bold sans-serif headlines, clean body text, dramatic size contrast",
    "imagery": "High-quality photography, full-bleed images, cinematic composition",
    "layout": "Generous whitespace, centered focus, minimal elements per slide"
  },
  "aspect_ratio": "16:9",
  "slides": [
    {
      "slide_number": 1,
      "type": "title",
      "title": "Main Title",
      "subtitle": "Subtitle or tagline",
      "visual_description": "Detailed description for image generation"
    },
    {
      "slide_number": 2,
      "type": "content",
      "title": "Slide Title",
      "key_points": ["Point 1", "Point 2", "Point 3"],
      "visual_description": "Detailed description for image generation"
    }
  ]
}
```

### Step 3: Generate Slide Images Sequentially

**IMPORTANT**: Generate slides **strictly one by one, in order**. Do NOT parallelize or batch image generation. Each slide depends on the previous slide's output as a reference image. Generating slides in parallel will break visual consistency and is not allowed.

1. Read the image-generation skill: `/mnt/skills/public/image-generation/SKILL.md`

2. **For the FIRST slide (slide 1)**, create a prompt that establishes the visual style:

```json
{
  "prompt": "Professional presentation slide. [style_guidelines from plan]. Title: 'Your Title'. [visual_description]. This slide establishes the visual language for the entire presentation.",
  "style": "[Based on chosen style - e.g., Apple Keynote aesthetic, dramatic lighting, cinematic]",
  "composition": "Clean layout with clear text hierarchy, [style-specific composition]",
  "color_palette": "[From style_guidelines]",
  "typography": "[From style_guidelines]"
}
```

```bash
python /mnt/skills/public/image-generation/scripts/generate.py \
  --prompt-file /mnt/user-data/workspace/slide-01-prompt.json \
  --output-file /mnt/user-data/outputs/slide-01.jpg \
  --aspect-ratio 16:9
```

3. **For subsequent slides (slide 2+)**, use the PREVIOUS slide as a reference image:

```json
{
  "prompt": "Professional presentation slide continuing the visual style from the reference image. Maintain the same color palette, typography style, and overall aesthetic. Title: 'Slide Title'. [visual_description]. Keep visual consistency with the reference.",
  "style": "Match the style of the reference image exactly",
  "composition": "Similar layout principles as reference, adapted for this content",
  "color_palette": "Same as reference image",
  "consistency_note": "This slide must look like it belongs in th

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit a457860

Download folder ↗
git clone https://github.com/bytedance/deer-flow
git -C deer-flow checkout a45786078c64

The author documents no install command, so this uses the repository directly. Our verdict covers commit a45786078c64 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. !CAUTION B 89 / 100

    first audit · source a45786078c64

README badge

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ModelsAtlas: CAUTION BMODELSATLASCAUTION · B
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Questions about ppt-generation

What does the ppt-generation skill do?
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Is ppt-generation safe to install?
With care. The audit graded it B (89/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.
What can ppt-generation access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (a45786078c64), read on 2026-10-31. The repository is watched, and a new audit runs when it changes — this is the first audit.

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